/**
* Test method for {@link net.jkernelmachines.classifier.DoublePegasosSVM#train(java.util.List)}.
*/
@Test
public final void testTrainListOfTrainingSampleOfdouble() {
svm.train(train);
for (TrainingSample<double[]> t : train) {
double v = t.label * svm.valueOf(t.sample);
assertTrue(v > 0);
}
}
/**
* Test method for {@link net.jkernelmachines.classifier.DoublePegasosSVM#train(java.util.List)}.
*/
@Test
public final void testOnlineTrainTrainingSampleStreamOfdouble() {
svm.onlineTrain(new ListSampleStream<double[]>(train));
for (TrainingSample<double[]> t : train) {
double v = t.label * svm.valueOf(t.sample);
assertTrue(v > 0);
}
}
/**
* Test method for {@link
* net.jkernelmachines.classifier.DoublePegasosSVM#train(fr.lip6.jkernelmachines.TrainingSample)}.
*/
@Test
public final void testTrainOfTrainingSampleOfdouble() {
svm = new DoublePegasosSVM();
for (TrainingSample<double[]> t : train) {
svm.train(t);
}
for (TrainingSample<double[]> t : train) {
double v = t.label * svm.valueOf(t.sample);
assertTrue(v > 0);
}
}
/** Test method for {@link net.jkernelmachines.classifier.DoublePegasosSVM#setC(double)}. */
@Test
public final void testSetC() {
svm.setC(1.0);
assertEquals(1.0, svm.getC(), 1e-15);
}
/** Test method for {@link net.jkernelmachines.classifier.DoublePegasosSVM#setBias(boolean)}. */
@Test
public final void testSetBias() {
svm.setBias(true);
assertTrue(svm.isBias());
}
/** Test method for {@link net.jkernelmachines.classifier.DoublePegasosSVM#setLambda(double)}. */
@Test
public final void testSetLambda() {
svm.setLambda(1e-3);
assertEquals(1e-3, svm.getLambda(), 1e-15);
}
/** Test method for {@link net.jkernelmachines.classifier.DoublePegasosSVM#setK(int)}. */
@Test
public final void testSetK() {
svm.setK(10);
assertEquals(10, svm.getK());
}